Videos

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A theoretical look at adversarial examples: a perspective from high-dimensional geometry Thumbnail

A theoretical look at adversarial examples: a perspective from high-dimensional geometry

Presenter
  • Tom Goldstein
May 21, 2019
IPAM

On the use of artificial neural networks in discontinuous Galerkin methods

Presenter
  • Jan Hesthaven
August 24, 2018
ICERM
LDMnet: low dimensional manifold regularized neural networks Thumbnail

LDMnet: low dimensional manifold regularized neural networks

Presenter
  • Wei Zhu
February 9, 2018
IPAM
On Computational Hardness with Graph Neural Networks Thumbnail

On Computational Hardness with Graph Neural Networks

Presenter
  • Joan Bruna
February 7, 2018
IPAM
The mystery of over-parametrization in neural networks Thumbnail

The mystery of over-parametrization in neural networks

Presenter
  • Behnam Neyshabur
October 4, 2017
IAS
End-to-End Memory Networks Thumbnail

End-to-End Memory Networks

Presenter
  • Rob Fergus
October 6, 2015
SLMath

Modeling CPGs in Knee Injury Patients

Presenter
  • Evan North
August 14, 2015
MBI

Firing Neurons for a Finite Neural Network

Presenter
  • Stephanie Willoughby
August 16, 2013
MBI

Detecting the many roles of inhibition in shaping sensory processing

Presenter
  • Daniel Butts
October 3, 2012
MBI
Paul Riechers - geometric representation of far future in deep neural networks trained on next-token Thumbnail

Paul Riechers - geometric representation of far future in deep neural networks trained on next-token

Presenter
  • Paul Riechers
October 16, 2024
IPAM
Blake Bordelon - Infinite limits and scaling laws of neural networks - IPAM at UCLA Thumbnail

Blake Bordelon - Infinite limits and scaling laws of neural networks - IPAM at UCLA

Presenter
  • Blake Bordelon
October 16, 2024
IPAM
Cengiz Pehlevan - 2 stories in mechanistic interpretation of natural & artificial neural computation Thumbnail

Cengiz Pehlevan - 2 stories in mechanistic interpretation of natural & artificial neural computation

Presenter
  • Cengiz Pehlevan
October 15, 2024
IPAM